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spmp/gist:5f8cf0617b62ab01fe2f01806aaec0f8

Created August 7, 2017 04:26
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ipyNBTestA
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gistfile1.txt
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Imports"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Marking io.continuum.bokeh:bokeh_2.11:0.7 for download\n",
"Preparing to fetch from:\n",
"-> file:/tmp/toree_add_deps8343821997174635635/\n",
"-> https://repo1.maven.org/maven2\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/continuum/bokeh/bokeh_2.11/0.7/bokeh_2.11-0.7.jar\n",
"Marking com.github.julien-truffaut:monocle-core_2.11:1.1.0 for download\n",
"Preparing to fetch from:\n",
"-> file:/tmp/toree_add_deps8343821997174635635/\n",
"-> https://repo1.maven.org/maven2\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar\n",
"Marking com.github.julien-truffaut:monocle-macro_2.11:1.1.0 for download\n",
"Preparing to fetch from:\n",
"-> file:/tmp/toree_add_deps8343821997174635635/\n",
"-> https://repo1.maven.org/maven2\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar\n",
"Marking org.vegas-viz:vegas_2.11:0.3.11 for download\n",
"Preparing to fetch from:\n",
"-> file:/tmp/toree_add_deps8343821997174635635/\n",
"-> https://repo1.maven.org/maven2\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom.sha1\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.pom.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.pom\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.pom.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-parser_2.11/0.7.0/circe-parser_2.11-0.7.0.pom\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/scalafx/scalafx_2.11/8.0.92-R10/scalafx_2.11-8.0.92-R10.pom.sha1\n",
"=> 3 (): Downloading https://repo1.maven.org/maven2/org/scalafx/scalafx_2.11/8.0.92-R10/scalafx_2.11-8.0.92-R10.pom\n",
"=> 4 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega-lite/1.2.0/vega-lite-1.2.0.pom\n",
"=> 5 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-parser_2.11/0.7.0/circe-parser_2.11-0.7.0.pom.sha1\n",
"=> 6 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega-lite/1.2.0/vega-lite-1.2.0.pom.sha1\n",
"=> 1 (circe-parser_2.11-0.7.0.pom): Finished downloading\n",
"=> 7 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-generic_2.11/0.7.0/circe-generic_2.11-0.7.0.pom\n",
"=> 4 (vega-lite-1.2.0.pom): Finished downloading\n",
"=> 5 (circe-parser_2.11-0.7.0.pom.sha1): Finished downloading\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.pom.sha1\n",
"=> 8 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-generic_2.11/0.7.0/circe-generic_2.11-0.7.0.pom.sha1\n",
"=> 3 (scalafx_2.11-8.0.92-R10.pom): Finished downloading\n",
"=> 9 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-core_2.11/0.7.0/circe-core_2.11-0.7.0.pom\n",
"=> 10 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-core_2.11/0.7.0/circe-core_2.11-0.7.0.pom.sha1\n",
"=> 7 (circe-generic_2.11-0.7.0.pom): Finished downloading\n",
"=> 8 (circe-generic_2.11-0.7.0.pom.sha1): Finished downloading\n",
"=> 6 (vega-lite-1.2.0.pom.sha1): Finished downloading\n",
"=> 2 (scalafx_2.11-8.0.92-R10.pom.sha1): Finished downloading\n",
"=> 10 (circe-core_2.11-0.7.0.pom.sha1): Finished downloading\n",
"=> 9 (circe-core_2.11-0.7.0.pom): Finished downloading\n",
"=> 11 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-core_2.11/0.9.0/cats-core_2.11-0.9.0.pom.sha1\n",
"=> 12 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-numbers_2.11/0.7.0/circe-numbers_2.11-0.7.0.pom.sha1\n",
"=> 13 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-numbers_2.11/0.7.0/circe-numbers_2.11-0.7.0.pom\n",
"=> 14 (): Downloading https://repo1.maven.org/maven2/org/typelevel/macro-compat_2.11/1.1.1/macro-compat_2.11-1.1.1.pom\n",
"=> 15 (): Downloading https://repo1.maven.org/maven2/org/typelevel/macro-compat_2.11/1.1.1/macro-compat_2.11-1.1.1.pom.sha1\n",
"=> 16 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-core_2.11/0.9.0/cats-core_2.11-0.9.0.pom\n",
"=> 11 (cats-core_2.11-0.9.0.pom.sha1): Finished downloading\n",
"=> 17 (): Downloading https://repo1.maven.org/maven2/org/scalaz/scalaz-core_2.11/7.1.1/scalaz-core_2.11-7.1.1.pom.sha1\n",
"=> 14 (macro-compat_2.11-1.1.1.pom): Finished downloading\n",
"=> 18 (): Downloading https://repo1.maven.org/maven2/org/scalaz/scalaz-core_2.11/7.1.1/scalaz-core_2.11-7.1.1.pom\n",
"=> 15 (macro-compat_2.11-1.1.1.pom.sha1): Finished downloading\n",
"=> 19 (): Downloading https://repo1.maven.org/maven2/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.pom.sha1\n",
"=> 12 (circe-numbers_2.11-0.7.0.pom.sha1): Finished downloading\n",
"=> 20 (): Downloading https://repo1.maven.org/maven2/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.pom\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"=> 13 (circe-numbers_2.11-0.7.0.pom): Finished downloading\n",
"=> 21 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-jawn_2.11/0.7.0/circe-jawn_2.11-0.7.0.pom\n",
"=> 19 (shapeless_2.11-2.3.2.pom.sha1): Finished downloading\n",
"=> 18 (scalaz-core_2.11-7.1.1.pom): Finished downloading\n",
"=> 17 (scalaz-core_2.11-7.1.1.pom.sha1): Finished downloading\n",
"=> 22 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-jawn_2.11/0.7.0/circe-jawn_2.11-0.7.0.pom.sha1\n",
"=> 23 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/maven-metadata.xml.sha1\n",
"=> 24 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/maven-metadata.xml\n",
"=> 20 (shapeless_2.11-2.3.2.pom): Finished downloading\n",
"=> 21 (circe-jawn_2.11-0.7.0.pom): Finished downloading\n",
"=> 24 (maven-metadata.xml): Finished downloading\n",
"=> 22 (circe-jawn_2.11-0.7.0.pom.sha1): Finished downloading\n",
"=> 23 (maven-metadata.xml.sha1): Finished downloading\n",
"=> 25 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/3.0.0-rc4/vega-3.0.0-rc4.pom\n",
"=> 26 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/3.0.0-rc4/vega-3.0.0-rc4.pom.sha1\n",
"=> 16 (cats-core_2.11-0.9.0.pom): Finished downloading\n",
"=> 26 (vega-3.0.0-rc4.pom.sha1): Finished downloading\n",
"=> 25 (vega-3.0.0-rc4.pom): Finished downloading\n",
"=> 27 (): Downloading https://repo1.maven.org/maven2/org/spire-math/jawn-parser_2.11/0.10.4/jawn-parser_2.11-0.10.4.pom\n",
"=> 28 (): Downloading https://repo1.maven.org/maven2/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.pom.sha1\n",
"=> 29 (): Downloading https://repo1.maven.org/maven2/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.pom\n",
"=> 30 (): Downloading https://repo1.maven.org/maven2/com/github/mpilquist/simulacrum_2.11/0.10.0/simulacrum_2.11-0.10.0.pom\n",
"=> 31 (): Downloading https://repo1.maven.org/maven2/org/spire-math/jawn-parser_2.11/0.10.4/jawn-parser_2.11-0.10.4.pom.sha1\n",
"=> 32 (): Downloading https://repo1.maven.org/maven2/com/github/mpilquist/simulacrum_2.11/0.10.0/simulacrum_2.11-0.10.0.pom.sha1\n",
"=> 27 (jawn-parser_2.11-0.10.4.pom): Finished downloading\n",
"=> 33 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-kernel_2.11/0.9.0/cats-kernel_2.11-0.9.0.pom\n",
"=> 30 (simulacrum_2.11-0.10.0.pom): Finished downloading\n",
"=> 34 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-xml_2.11/1.0.2/scala-xml_2.11-1.0.2.pom\n",
"=> 28 (machinist_2.11-0.6.1.pom.sha1): Finished downloading\n",
"=> 35 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-kernel_2.11/0.9.0/cats-kernel_2.11-0.9.0.pom.sha1\n",
"=> 31 (jawn-parser_2.11-0.10.4.pom.sha1): Finished downloading\n",
"=> 29 (machinist_2.11-0.6.1.pom): Finished downloading\n",
"=> 36 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-xml_2.11/1.0.2/scala-xml_2.11-1.0.2.pom.sha1\n",
"=> 37 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-macros_2.11/0.9.0/cats-macros_2.11-0.9.0.pom\n",
"=> 33 (cats-kernel_2.11-0.9.0.pom): Finished downloading\n",
"=> 38 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-macros_2.11/0.9.0/cats-macros_2.11-0.9.0.pom.sha1\n",
"=> 34 (scala-xml_2.11-1.0.2.pom): Finished downloading\n",
"=> 39 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.2/scala-parser-combinators_2.11-1.0.2.pom\n",
"=> 35 (cats-kernel_2.11-0.9.0.pom.sha1): Finished downloading\n",
"=> 40 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.2/scala-parser-combinators_2.11-1.0.2.pom.sha1\n",
"=> 36 (scala-xml_2.11-1.0.2.pom.sha1): Finished downloading\n",
"=> 37 (cats-macros_2.11-0.9.0.pom): Finished downloading\n",
"=> 38 (cats-macros_2.11-0.9.0.pom.sha1): Finished downloading\n",
"=> 40 (scala-parser-combinators_2.11-1.0.2.pom.sha1): Finished downloading\n",
"=> 39 (scala-parser-combinators_2.11-1.0.2.pom): Finished downloading\n",
"=> 32 (simulacrum_2.11-0.10.0.pom.sha1): Finished downloading\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar.sha1\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar.sha1\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar\n",
"=> https://repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar.sha1\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar.sha1\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar\n",
"=> https://repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar.sha1: Found at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-macros_2.11/0.9.0/cats-macros_2.11-0.9.0.jar\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/typelevel/macro-compat_2.11/1.1.1/macro-compat_2.11-1.1.1.jar.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.jar.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-parser_2.11/0.7.0/circe-parser_2.11-0.7.0.jar\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/typelevel/macro-compat_2.11/1.1.1/macro-compat_2.11-1.1.1.jar\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.jar\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"=> 1 (shapeless_2.11-2.3.2.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-kernel_2.11/0.9.0/cats-kernel_2.11-0.9.0.jar\n",
"=> 1 (macro-compat_2.11-1.1.1.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/3.0.0-rc4/vega-3.0.0-rc4.jar\n",
"=> 2 (macro-compat_2.11-1.1.1.jar): Finished downloading\n",
"=> 1 (cats-macros_2.11-0.9.0.jar): Finished downloading\n",
"=> 1 (circe-parser_2.11-0.7.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-kernel_2.11/0.9.0/cats-kernel_2.11-0.9.0.jar.sha1\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega/3.0.0-rc4/vega-3.0.0-rc4.jar.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/scalaz/scalaz-core_2.11/7.1.1/scalaz-core_2.11-7.1.1.jar\n",
"=> 2 (cats-kernel_2.11-0.9.0.jar.sha1): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/scalaz/scalaz-core_2.11/7.1.1/scalaz-core_2.11-7.1.1.jar.sha1\n",
"=> 2 (vega-3.0.0-rc4.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-numbers_2.11/0.7.0/circe-numbers_2.11-0.7.0.jar\n",
"=> 2 (scalaz-core_2.11-7.1.1.jar.sha1): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-numbers_2.11/0.7.0/circe-numbers_2.11-0.7.0.jar.sha1\n",
"=> 1 (circe-numbers_2.11-0.7.0.jar): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-core_2.11/0.9.0/cats-core_2.11-0.9.0.jar\n",
"=> 2 (circe-numbers_2.11-0.7.0.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega-lite/1.2.0/vega-lite-1.2.0.jar\n",
"=> 1 (cats-kernel_2.11-0.9.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-core_2.11/0.9.0/cats-core_2.11-0.9.0.jar.sha1\n",
"=> 2 (cats-core_2.11-0.9.0.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/scalafx/scalafx_2.11/8.0.92-R10/scalafx_2.11-8.0.92-R10.jar\n",
"=> 1 (vega-lite-1.2.0.jar): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.2/scala-parser-combinators_2.11-1.0.2.jar\n",
"=> 1 (vega-3.0.0-rc4.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.2/scala-parser-combinators_2.11-1.0.2.jar.sha1\n",
"=> 1 (scala-parser-combinators_2.11-1.0.2.jar): Finished downloading\n",
"=> 1 (scalafx_2.11-8.0.92-R10.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/webjars/bower/vega-lite/1.2.0/vega-lite-1.2.0.jar.sha1\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-core_2.11/0.7.0/circe-core_2.11-0.7.0.jar\n",
"=> 2 (scala-parser-combinators_2.11-1.0.2.jar.sha1): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/scalafx/scalafx_2.11/8.0.92-R10/scalafx_2.11-8.0.92-R10.jar.sha1\n",
"=> 2 (vega-lite-1.2.0.jar.sha1): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-core_2.11/0.7.0/circe-core_2.11-0.7.0.jar.sha1\n",
"=> 2 (scalafx_2.11-8.0.92-R10.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-jawn_2.11/0.7.0/circe-jawn_2.11-0.7.0.jar\n",
"=> 1 (cats-core_2.11-0.9.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-jawn_2.11/0.7.0/circe-jawn_2.11-0.7.0.jar.sha1\n",
"=> 2 (circe-core_2.11-0.7.0.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-generic_2.11/0.7.0/circe-generic_2.11-0.7.0.jar\n",
"=> 1 (circe-jawn_2.11-0.7.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-generic_2.11/0.7.0/circe-generic_2.11-0.7.0.jar.sha1\n",
"=> 2 (shapeless_2.11-2.3.2.jar): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/spire-math/jawn-parser_2.11/0.10.4/jawn-parser_2.11-0.10.4.jar.sha1\n",
"=> 2 (circe-jawn_2.11-0.7.0.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/com/github/mpilquist/simulacrum_2.11/0.10.0/simulacrum_2.11-0.10.0.jar.sha1\n",
"=> 1 (circe-generic_2.11-0.7.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/com/github/mpilquist/simulacrum_2.11/0.10.0/simulacrum_2.11-0.10.0.jar\n",
"=> 2 (circe-generic_2.11-0.7.0.jar.sha1): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/spire-math/jawn-parser_2.11/0.10.4/jawn-parser_2.11-0.10.4.jar\n",
"=> 1 (jawn-parser_2.11-0.10.4.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.jar\n",
"=> 1 (circe-core_2.11-0.7.0.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.jar.sha1\n",
"=> 1 (simulacrum_2.11-0.10.0.jar.sha1): Finished downloading\n",
"=> 1 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-xml_2.11/1.0.2/scala-xml_2.11-1.0.2.jar\n",
"=> 2 (simulacrum_2.11-0.10.0.jar): Finished downloading\n",
"=> 2 (jawn-parser_2.11-0.10.4.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/scala-lang/modules/scala-xml_2.11/1.0.2/scala-xml_2.11-1.0.2.jar.sha1\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/org/typelevel/cats-macros_2.11/0.9.0/cats-macros_2.11-0.9.0.jar.sha1\n",
"=> 1 (machinist_2.11-0.6.1.jar): Finished downloading\n",
"=> 2 (): Downloading https://repo1.maven.org/maven2/io/circe/circe-parser_2.11/0.7.0/circe-parser_2.11-0.7.0.jar.sha1\n",
"=> 2 (machinist_2.11-0.6.1.jar.sha1): Finished downloading\n",
"=> 2 (scala-xml_2.11-1.0.2.jar.sha1): Finished downloading\n",
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"=> 2 (circe-parser_2.11-0.7.0.jar.sha1): Finished downloading\n",
"=> 1 (scalaz-core_2.11-7.1.1.jar): Finished downloading\n",
"=> 1 (scala-xml_2.11-1.0.2.jar): Finished downloading\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-core_2.11/1.1.0/monocle-core_2.11-1.1.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/julien-truffaut/monocle-macro_2.11/1.1.0/monocle-macro_2.11-1.1.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas_2.11/0.3.11/vegas_2.11-0.3.11.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/vegas-viz/vegas-macros_2.11/0.3.11/vegas-macros_2.11-0.3.11.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/typelevel/macro-compat_2.11/1.1.1/macro-compat_2.11-1.1.1.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/circe/circe-numbers_2.11/0.7.0/circe-numbers_2.11-0.7.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/typelevel/cats-kernel_2.11/0.9.0/cats-kernel_2.11-0.9.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/scala-lang/modules/scala-parser-combinators_2.11/1.0.2/scala-parser-combinators_2.11-1.0.2.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/webjars/bower/vega/3.0.0-rc4/vega-3.0.0-rc4.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/webjars/bower/vega-lite/1.2.0/vega-lite-1.2.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/scalafx/scalafx_2.11/8.0.92-R10/scalafx_2.11-8.0.92-R10.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/circe/circe-jawn_2.11/0.7.0/circe-jawn_2.11-0.7.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/circe/circe-generic_2.11/0.7.0/circe-generic_2.11-0.7.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/typelevel/cats-core_2.11/0.9.0/cats-core_2.11-0.9.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/github/mpilquist/simulacrum_2.11/0.10.0/simulacrum_2.11-0.10.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/spire-math/jawn-parser_2.11/0.10.4/jawn-parser_2.11-0.10.4.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/circe/circe-core_2.11/0.7.0/circe-core_2.11-0.7.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/typelevel/machinist_2.11/0.6.1/machinist_2.11-0.6.1.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/com/chuusai/shapeless_2.11/2.3.2/shapeless_2.11-2.3.2.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/typelevel/cats-macros_2.11/0.9.0/cats-macros_2.11-0.9.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/io/circe/circe-parser_2.11/0.7.0/circe-parser_2.11-0.7.0.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/scala-lang/modules/scala-xml_2.11/1.0.2/scala-xml_2.11-1.0.2.jar\n",
"-> New file at /tmp/toree_add_deps8343821997174635635/https/repo1.maven.org/maven2/org/scalaz/scalaz-core_2.11/7.1.1/scalaz-core_2.11-7.1.1.jar\n"
]
}
],
"source": [
"%AddDeps io.continuum.bokeh bokeh_2.11 0.7\n",
"%AddDeps com.github.julien-truffaut monocle-core_2.11 1.1.0\n",
"%AddDeps com.github.julien-truffaut monocle-macro_2.11 1.1.0\n",
"%AddDeps org.vegas-viz vegas_2.11 0.3.11 --verbose --abort-on-resolution-errors --transitive\n",
"%AddDeps org.vegas-viz vegas-macros_2.11 0.3.11\n",
"%AddJar -magic https://brunelvis.org/jar/spark-kernel-brunel-all-2.2.jar"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Basic Spark tests"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"val s = spark.implicits\n",
"import s._\n",
"val testDF = Seq(\n",
" (1,2),\n",
" (3,4),\n",
" (5,6)\n",
").toDF(\"a\", \"b\")"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"+---+---+\n",
"| a| b|\n",
"+---+---+\n",
"| 1| 2|\n",
"| 3| 4|\n",
"| 5| 6|\n",
"+---+---+\n",
"\n"
]
}
],
"source": [
"testDF.show"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table><tr><th>a</th><th>b</th></tr><tr><td>1</td><td>2</td></tr><tr><td>3</td><td>4</td></tr><tr><td>5</td><td>6</td></tr></table>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%dataframe\n",
"testDF"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Array(1, 2, 3)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"val testRDD = sc.parallelize(Seq(1,2,3,4,5))\n",
"testRDD.take(3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Bokeh tests"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import math.{Pi=>pi,sin}\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Vegas"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Name: Unknown Error\n",
"Message: <console>:82: error: could not find implicit value for parameter showRender: vegas.render.ShowRender\n",
" plot.show\n",
" ^\n",
"StackTrace: "
]
},
"execution_count": 50,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import vegas._\n",
"import vegas.render.WindowRenderer._\n",
"val plot = Vegas(\"Country Pop\").\n",
" withData(\n",
" Seq(\n",
" Map(\"country\" -> \"USA\", \"population\" -> 314),\n",
" Map(\"country\" -> \"UK\", \"population\" -> 64),\n",
" Map(\"country\" -> \"DK\", \"population\" -> 80)\n",
" )\n",
" ).\n",
" encodeX(\"country\", Nom).\n",
" encodeY(\"population\", Quant).\n",
" mark(Bar)\n",
"\n",
"plot.show"
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"## Brunel\n",
"See https://brunel.mybluemix.net/docs/"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"val seq = (0 until 33 by 3).map(i => (i, i, i*2)).toSeq\n",
"val df = seq.toDF(\"a\", \"b\", \"c\")"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <link rel=\"stylesheet\" type=\"text/css\" href=\"https://brunelvis.org/js/brunel.2.2.css\" charset=\"utf-8\">\n",
" <link rel=\"stylesheet\" type=\"text/css\" href=\"https://brunelvis.org/js/sumoselect.css\" charset=\"utf-8\">\n",
" <style> #visid9269771a-2433-4bf0-957b-d01448b3ec56.brunel .chart1 .element1 .element {\n",
"\tfill: red;\n",
"} </style>\n",
" <div id=\"controlsIdd37f3acc-6610-4de0-a0f7-617d2b9cd373\" class=\"brunel\"/>\n",
"<svg id=\"visid9269771a-2433-4bf0-957b-d01448b3ec56\" width=\"300\" height=\"300\"></svg>\n",
"\n",
"<script>\n",
"require.config({\n",
" waitSeconds: 60,\n",
" paths: {\n",
" 'd3': '//cdnjs.cloudflare.com/ajax/libs/d3/4.2.1/d3.min',\n",
" 'topojson' : '//cdnjs.cloudflare.com/ajax/libs/topojson/1.6.20/topojson.min',\n",
" 'brunel' : 'https://brunelvis.org/js/brunel.2.2.min',\n",
" 'brunelControls' : 'https://brunelvis.org/js/brunel.controls.2.2.min'\n",
" },\n",
"\n",
" shim: {\n",
" 'brunel' : {\n",
" exports: 'BrunelD3',\n",
" deps: ['d3', 'topojson'],\n",
" init: function() {\n",
" return {\n",
" BrunelD3 : BrunelD3,\n",
" BrunelData : BrunelData\n",
" }\n",
" }\n",
" },\n",
" 'brunelControls' : {\n",
" exports: 'BrunelEventHandlers',\n",
" init: function() {\n",
" return {\n",
" BrunelEventHandlers: BrunelEventHandlers,\n",
" BrunelJQueryControlFactory: BrunelJQueryControlFactory\n",
" }\n",
" }\n",
" }\n",
"\n",
" }\n",
"\n",
" });\n",
"\n",
" require([\"d3\"], function(d3) {\n",
" require([\"brunel\", \"brunelControls\"], function(brunel, brunelControls) {\n",
"\n",
" function BrunelVis(visId) {\n",
" \"use strict\"; // Strict Mode\n",
" var datasets = [], // Array of datasets for the original data\n",
" pre = function(d, i) { return d }, // Default pre-process does nothing\n",
" post = function(d, i) { return d }, // Default post-process does nothing\n",
" transitionTime = 200, // Transition time for animations\n",
" charts = [], // The charts in the system\n",
" hasData = function(d) {return d && (d.row != null || hasData(d.data))}, // Filters to data items\n",
" vis = d3.select('#' + visId).attr('class', 'brunel'); // the SVG container\n",
"\n",
" // Define chart #1 in the visualization //////////////////////////////////////////////////////////\n",
"\n",
" charts[0] = function(parentNode, filterRows) {\n",
" var geom = BrunelD3.geometry(parentNode || vis.node(), 0, 0, 1, 1, 5, 46, 39, 15),\n",
" elements = []; // Array of elements in this chart\n",
"\n",
" // Define groups for the chart parts ///////////////////////////////////////////////////////////\n",
"\n",
" var chart = vis.append('g').attr('class', 'chart1')\n",
" .attr('transform','translate(' + geom.chart_left + ',' + geom.chart_top + ')');\n",
" var overlay = chart.append('g').attr('class', 'element').attr('class', 'overlay');\n",
" var zoom = d3.zoom().scaleExtent([1/3,3]);\n",
" var zoomNode = overlay.append('rect').attr('class', 'overlay')\n",
" .attr('x', geom.inner_left).attr('y', geom.inner_top)\n",
" .attr('width', geom.inner_rawWidth).attr('height', geom.inner_rawHeight)\n",
" .style('cursor', 'move').call(zoom)\n",
" .node();\n",
" zoomNode.__zoom = d3.zoomIdentity;\n",
" chart.append('rect').attr('class', 'background').attr('width', geom.chart_right-geom.chart_left).attr('height', geom.chart_bottom-geom.chart_top);\n",
" var interior = chart.append('g').attr('class', 'interior zoomNone')\n",
" .attr('transform','translate(' + geom.inner_left + ',' + geom.inner_top + ')')\n",
" .attr('clip-path', 'url(#clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_inner)');\n",
" interior.append('rect').attr('class', 'inner').attr('width', geom.inner_width).attr('height', geom.inner_height);\n",
" var gridGroup = interior.append('g').attr('class', 'grid');\n",
" var axes = chart.append('g').attr('class', 'axis')\n",
" .attr('transform','translate(' + geom.inner_left + ',' + geom.inner_top + ')');\n",
" vis.append('clipPath').attr('id', 'clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_inner').append('rect')\n",
" .attr('x', 0).attr('y', 0)\n",
" .attr('width', geom.inner_rawWidth+1).attr('height', geom.inner_rawHeight+1);\n",
"\n",
" // Scales //////////////////////////////////////////////////////////////////////////////////////\n",
"\n",
" var scale_x = d3.scaleLinear().domain([-5, 35.000004])\n",
" .range([0, geom.inner_width]);\n",
" var scale_inner = d3.scaleLinear().domain([0,1])\n",
" .range([-0.5, 0.5]);\n",
" var scale_y = d3.scaleLinear().domain([0, 35.000003])\n",
" .range([geom.inner_height, 0]);\n",
" var base_scales = [scale_x, scale_y]; // Untransformed original scales\n",
"\n",
" // Axes ////////////////////////////////////////////////////////////////////////////////////////\n",
"\n",
" axes.append('g').attr('class', 'x axis')\n",
" .attr('transform','translate(0,' + geom.inner_rawHeight + ')')\n",
" .attr('clip-path', 'url(#clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_haxis)');\n",
" vis.append('clipPath').attr('id', 'clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_haxis').append('polyline')\n",
" .attr('points', '-1,-1000, -1,-1 -5,5, -1000,5, -100,1000, 10000,1000 10000,-1000');\n",
" axes.select('g.axis.x').append('text').attr('class', 'title').text('a').style('text-anchor', 'middle')\n",
" .attr('x',geom.inner_rawWidth/2)\n",
" .attr('y', geom.inner_bottom - 2.0).attr('dy','-0.27em');\n",
" axes.append('g').attr('class', 'y axis')\n",
" .attr('clip-path', 'url(#clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_vaxis)');\n",
" vis.append('clipPath').attr('id', 'clip_visid9269771a-2433-4bf0-957b-d01448b3ec56_chart1_vaxis').append('polyline')\n",
" .attr('points', '-1000,-10000, 10000,-10000, 10000,' + (geom.inner_rawHeight+1) + ', -1,' + (geom.inner_rawHeight+1) + ', -1,' + (geom.inner_rawHeight+5) + ', -1000,' + (geom.inner_rawHeight+5) );\n",
" axes.select('g.axis.y').append('text').attr('class', 'title').text('b').style('text-anchor', 'middle')\n",
" .attr('x',-geom.inner_rawHeight/2)\n",
" .attr('y', 4-geom.inner_left).attr('dy', '0.7em').attr('transform', 'rotate(270)');\n",
"\n",
" var axis_bottom = d3.axisBottom(scale_x).tickSizeInner(3).tickPadding(3).tickSizeOuter(0)\n",
" .ticks(6);\n",
" var axis_left = d3.axisLeft(scale_y).tickSizeInner(3).tickPadding(3).tickSizeOuter(0);\n",
"\n",
" function buildAxes(time) {\n",
" var axis_x = axes.select('g.axis.x');\n",
" BrunelD3.transition(axis_x, time).call(axis_bottom.scale(scale_x));\n",
" var axis_y = axes.select('g.axis.y');\n",
" BrunelD3.transition(axis_y, time).call(axis_left.scale(scale_y));\n",
" }\n",
" zoom.on('zoom', function(t, time) {\n",
" t = t ||BrunelD3.restrictZoom(d3.event.transform, geom, this);\n",
" scale_x = t.rescaleX(base_scales[0]);\n",
" scale_y = t.rescaleY(base_scales[1]);\n",
" zoomNode.__zoom = t;\n",
" interior.attr('class', 'interior ' + BrunelD3.zoomLabel(t.k));;\n",
" build(time || -1);\n",
" });\n",
"\n",
" // Define element #1 ///////////////////////////////////////////////////////////////////////////\n",
"\n",
" elements[0] = function() {\n",
" var original, processed, // data sets passed in and then transformed\n",
" element, data, // Brunel element information and brunel data\n",
" selection, merged; // D3 selection and merged selection\n",
" var elementGroup = interior.append('g').attr('class', 'element1'),\n",
" main = elementGroup.append('g').attr('class', 'main'),\n",
" labels = BrunelD3.undoTransform(elementGroup.append('g').attr('class', 'labels').attr('aria-hidden', 'true'), elementGroup);\n",
"\n",
" function makeData() {\n",
" original = datasets[0];\n",
" if (filterRows) original = original.retainRows(filterRows);\n",
" processed = pre(original, 0);\n",
" processed = post(processed, 0);\n",
" var f0 = processed.field('a'),\n",
" f1 = processed.field('b'),\n",
" f2 = processed.field('#row'),\n",
" f3 = processed.field('#selection');\n",
" var keyFunc = function(d) { return f2.value(d) };\n",
" data = {\n",
" a: function(d) { return f0.value(d.row) },\n",
" b: function(d) { return f1.value(d.row) },\n",
" $row: function(d) { return f2.value(d.row) },\n",
" $selection: function(d) { return f3.value(d.row) },\n",
" a_f: function(d) { return f0.valueFormatted(d.row) },\n",
" b_f: function(d) { return f1.valueFormatted(d.row) },\n",
" $row_f: function(d) { return f2.valueFormatted(d.row) },\n",
" $selection_f: function(d) { return f3.valueFormatted(d.row) },\n",
" _split: function(d) { return 'ALL' },\n",
" _key: keyFunc,\n",
" _rows: BrunelD3.makeRowsWithKeys(keyFunc, processed.rowCount())\n",
" };\n",
" }\n",
"\n",
" // Build element from data ///////////////////////////////////////////////////////////////////\n",
"\n",
" function build(transitionMillis) {\n",
" element = elements[0];\n",
" var w = Math.abs( scale_x(scale_x.domain()[0] + 3.0) - scale_x.range()[0] );\n",
" var x = function(d) { return scale_x(data.a(d))};\n",
" var h = Math.abs( scale_y(scale_y.domain()[0] + 3.0) - scale_y.range()[0] );\n",
" var y1 = scale_y.range()[0];\n",
" var y2 = function(d) { return scale_y(data.b(d))};\n",
" selection = main.selectAll('.element').data(data._rows, function(d) { return d.key });\n",
" var added = selection.enter().append('rect')\n",
" .attr('class', 'element bar filled')\n",
" .style('pointer-events', 'none');\n",
"\n",
" merged = selection.merge(added);\n",
" merged.filter(hasData).classed('selected', function(d) { return data.$selection(d) == '✓' })\n",
" .filter(function(d) { return data.$selection(d) == '✓' }).raise();\n",
" BrunelD3.transition(merged, transitionMillis)\n",
" .each(function(d) {\n",
" var width = w, left = x(d) - width/2, \n",
" c = y1, d = y2(d), top = Math.min(c,d), height = Math.max(1e-6, Math.abs(c-d));\n",
" this.r = {x:left, y:top, w:width, h:height};\n",
" })\n",
" .attr('x', function(d) { return this.r.x })\n",
" .attr('y', function(d) { return this.r.y })\n",
" .attr('width', function(d) { return this.r.w })\n",
" .attr('height', function(d) { return this.r.h });\n",
"\n",
" BrunelD3.transition(selection.exit(), transitionMillis/3)\n",
" .style('opacity', 0.5).each( function() {\n",
" this.remove(); if (this.__label__) this.__label__.remove()\n",
" });\n",
" }\n",
"\n",
" return {\n",
" data: function() { return processed },\n",
" original: function() { return original },\n",
" internal: function() { return data },\n",
" selection: function() { return merged },\n",
" makeData: makeData,\n",
" build: build,\n",
" chart: function() { return charts[0] },\n",
" group: function() { return elementGroup },\n",
" fields: {\n",
" x: ['a'],\n",
" y: ['b'],\n",
" key: ['#row']\n",
" }\n",
" };\n",
" }();\n",
"\n",
" function build(time, noData) {\n",
" var first = elements[0].data() == null;\n",
" if (first) time = 0; // No transition for first call\n",
" buildAxes(time);\n",
" if ((first || time > -1) && !noData)elements[0].makeData();\n",
" elements[0].build(time);\n",
" }\n",
"\n",
" // Expose the following components of the chart\n",
" return {\n",
" elements : elements,\n",
" interior : interior,\n",
" scales: {x:scale_x, y:scale_y},\n",
" zoom: function(params, time) {\n",
" if (params) zoom.on('zoom').call(zoomNode, params, time);\n",
" return d3.zoomTransform(zoomNode);\n",
" },\n",
" build : build\n",
" };\n",
" }();\n",
"\n",
" function setData(rowData, i) { datasets[i||0] = BrunelD3.makeData(rowData) }\n",
" function updateAll(time) { charts.forEach(function(x) {x.build(time || 0)}) }\n",
" function buildAll() {\n",
" for (var i=0;i<arguments.length;i++) setData(arguments[i], i);\n",
" updateAll(transitionTime);\n",
" }\n",
"\n",
" return {\n",
" dataPreProcess: function(f) { if (f) pre = f; return pre },\n",
" dataPostProcess: function(f) { if (f) post = f; return post },\n",
" data: function(d,i) { if (d) setData(d,i); return datasets[i||0] },\n",
" visId: visId,\n",
" build: buildAll,\n",
" rebuild: updateAll,\n",
" charts: charts\n",
" }\n",
"}\n",
"\n",
"// Data Tables /////////////////////////////////////////////////////////////////////////////////////\n",
"\n",
"var table1 = {\n",
" names: ['a', 'b'], \n",
" options: ['numeric', 'numeric'], \n",
" rows: [[0, 0], [3, 3], [6, 6], [9, 9], [12, 12], [15, 15], [18, 18], [21, 21], [24, 24], [27, 27],\n",
" [30, 30]]\n",
"};\n",
"\n",
"// Call Code to Build the system ///////////////////////////////////////////////////////////////////\n",
"\n",
"var v = new BrunelVis('visid9269771a-2433-4bf0-957b-d01448b3ec56');\n",
"var eventHandler = BrunelEventHandlers( v);\n",
"eventHandler.make_filter_handler( {\"b\":{\"filter_type\":\"range\",\"datasetIndex\":0,\"filter\":{\"min\":2.0,\"max\":30.0}}});\n",
"v.build(table1);\n",
"\n",
"// Create and wire controls ////////////////////////////////////////////////////////////////////////\n",
"\n",
"$(function() {\n",
" $( '#controlsIdd37f3acc-6610-4de0-a0f7-617d2b9cd373').append( BrunelJQueryControlFactory .make_range_slider( 'visid9269771a-2433-4bf0-957b-d01448b3ec56', 0, 'b', 'b', 2, null, v .data(null, 0).field( 'b'), false, null, null));\n",
"\n",
"});\n",
"\n",
" \"\"\n",
" });\n",
" });\n",
" </script>"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%brunel data('df') x(a) y(b) bar style(\"fill:red\") filter(b:2) :: width=300, height=300"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Apache Toree - Scala",
"language": "scala",
"name": "apache_toree_scala"
},
"language_info": {
"file_extension": ".scala",
"name": "scala",
"version": "2.11.8"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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